explainability · GitHub Topics | GitHub 中文社区

shap

@shap

#计算机科学# A game theoretic approach to explain the output of any machine learning model.

翻译 - 一种解释任何机器学习模型输出的博弈论方法。

interpretability machine-learning deep-learning gradient-boosting shap shapley explainability

Jupyter Notebook22.91 k

13 天前

awesome-production-machine-learning

@EthicalML

#计算机科学# A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

翻译 - 精选的优秀开源库列表，用于部署，监视，版本化和扩展您的机器学习

machine-learning mlops interpretability explainability responsible-ai deep-learning machine-learning-operations ml-ops ml-operations privacy-preserving

17.62 k

6 天前

shapash

@MAIF

#计算机科学# 🔅 Shapash: User-friendly Explainability and Interpretability to Develop Reliable and Transparent Machine Learning Models

翻译 - Shapash使机器学习模型透明且每个人都可以理解

python machine-learning explainability explainable-ml transparency ethical-artificial-intelligence shap lime interpretability

Jupyter Notebook2.74 k

25 天前

responsible-ai-toolbox

Microsoft@microsoft

Responsible AI Toolbox is a suite of tools providing model and data exploration and assessment user interfaces and libraries that enable a better understanding of AI systems. These interfaces and libr...

ui responsible-ai data-science fairness fairness-ml fairness-ai explainable-ai explainable-ml explainability machinelearning

TypeScript1.39 k

3 个月前

h1st

@h1st-ai

#时序数据库# Power Tools for AI Engineers With Deadlines

翻译 - H1st AI解决了工业AI的关键“冷启动”问题：对人类专业知识进行编码以增加数据的缺乏，同时构建向机器学习未来的平稳过渡。此问题已导致大多数工业AI项目失败。

data-science explainability home-automation time-series collaboration cybersecurity cold-start autonomous-vehicles automl avionics

Jupyter Notebook798

1 年前

pnet_prostate_paper

@marakeby

P-NET, Biologically informed deep neural network for prostate cancer classification and discovery

翻译 - P-NET，用于前列腺癌分类和发现的生物学深度神经网络

sparse explainability cancer

HTML149

3 年前